{"id":"https://openalex.org/W3106921155","doi":"https://doi.org/10.1080/00207543.2020.1849846","title":"Improved multi-fidelity simulation-based optimisation: application in a digital twin shop floor","display_name":"Improved multi-fidelity simulation-based optimisation: application in a digital twin shop floor","publication_year":2020,"publication_date":"2020-12-02","ids":{"openalex":"https://openalex.org/W3106921155","doi":"https://doi.org/10.1080/00207543.2020.1849846","mag":"3106921155"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2020.1849846","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1849846","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055511194","display_name":"Zhengmin Zhang","orcid":"https://orcid.org/0000-0002-5229-9142"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengmin Zhang","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-5229-9142","affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018060126","display_name":"Zailin Guan","orcid":"https://orcid.org/0000-0003-2295-6698"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zailin Guan","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-2295-6698","affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011994101","display_name":"Yeming Gong","orcid":"https://orcid.org/0000-0001-9270-5507"},"institutions":[{"id":"https://openalex.org/I51195161","display_name":"\u00c9cole de management de Lyon","ror":"https://ror.org/009gmrj52","country_code":"FR","type":"education","lineage":["https://openalex.org/I51195161"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yeming Gong","raw_affiliation_strings":["EMLYON Business School, Ecully, France"],"raw_orcid":"https://orcid.org/0000-0001-9270-5507","affiliations":[{"raw_affiliation_string":"EMLYON Business School, Ecully, France","institution_ids":["https://openalex.org/I51195161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073050929","display_name":"Dan Luo","orcid":"https://orcid.org/0000-0003-2053-2242"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Luo","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-2053-2242","affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100719637","display_name":"Lei Yue","orcid":"https://orcid.org/0000-0001-7189-3537"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Yue","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-7189-3537","affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100719637"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":7.5891,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.97389844,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"60","issue":"3","first_page":"1016","last_page":"1035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.7470569610595703},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6475368738174438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5654287934303284},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5573298335075378},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5550532341003418},{"id":"https://openalex.org/keywords/digital-manufacturing","display_name":"Digital manufacturing","score":0.5054857730865479},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.48119717836380005},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.47866401076316833},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.4557570517063141},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.446997731924057},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.4248836040496826},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.33151906728744507},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3032677173614502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2065085768699646}],"concepts":[{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.7470569610595703},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6475368738174438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5654287934303284},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5573298335075378},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5550532341003418},{"id":"https://openalex.org/C2780841897","wikidata":"https://www.wikidata.org/wiki/Q25349015","display_name":"Digital manufacturing","level":2,"score":0.5054857730865479},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.48119717836380005},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.47866401076316833},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4557570517063141},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.446997731924057},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.4248836040496826},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.33151906728744507},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3032677173614502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2065085768699646},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2020.1849846","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1849846","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:60:y:2022:i:3:p:1016-1035","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2020.1849846","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1503363124","display_name":null,"funder_award_id":"51905196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2540438965","display_name":null,"funder_award_id":"51561125002, 71620107002 & 51705379","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6366057034","display_name":null,"funder_award_id":"2019M652665","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8812740566","display_name":null,"funder_award_id":"2018YFB1702700","funder_id":"https://openalex.org/F4320335765","funder_display_name":"National Key Scientific Instrument and Equipment Development Projects of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335765","display_name":"National Key Scientific Instrument and Equipment Development Projects of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W95380067","https://openalex.org/W119798365","https://openalex.org/W1617899343","https://openalex.org/W1978055475","https://openalex.org/W1986279550","https://openalex.org/W2009249904","https://openalex.org/W2037936106","https://openalex.org/W2057242481","https://openalex.org/W2063056244","https://openalex.org/W2131176356","https://openalex.org/W2159128662","https://openalex.org/W2167799188","https://openalex.org/W2187169370","https://openalex.org/W2285663722","https://openalex.org/W2397089707","https://openalex.org/W2416443722","https://openalex.org/W2471978209","https://openalex.org/W2507206432","https://openalex.org/W2507578125","https://openalex.org/W2511170946","https://openalex.org/W2580361550","https://openalex.org/W2581964379","https://openalex.org/W2588941434","https://openalex.org/W2597150627","https://openalex.org/W2737079090","https://openalex.org/W2757110387","https://openalex.org/W2765598251","https://openalex.org/W2785458774","https://openalex.org/W2786368653","https://openalex.org/W2799347500","https://openalex.org/W2806878106","https://openalex.org/W2900640916","https://openalex.org/W2910980015","https://openalex.org/W2941765731","https://openalex.org/W2947805422","https://openalex.org/W2964399674","https://openalex.org/W3005832844","https://openalex.org/W3006705980","https://openalex.org/W3034077050","https://openalex.org/W3147798946","https://openalex.org/W4205456903","https://openalex.org/W4205530313","https://openalex.org/W4230425707","https://openalex.org/W4237169171","https://openalex.org/W4244028482","https://openalex.org/W4247245376","https://openalex.org/W4250371032","https://openalex.org/W4255693858","https://openalex.org/W6604891652","https://openalex.org/W6894124032"],"related_works":["https://openalex.org/W4313443006","https://openalex.org/W2945374968","https://openalex.org/W4293777179","https://openalex.org/W4385452045","https://openalex.org/W2164070813","https://openalex.org/W2135608140","https://openalex.org/W2895525995","https://openalex.org/W2332512904","https://openalex.org/W4224231624","https://openalex.org/W2319626700"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,14,24,53,71,106,117,135,169,172,180],"literature":[4,25],"has":[5],"paid":[6],"considerable":[7],"attention":[8],"to":[9,41,46,68,115,146,167],"digital":[10,35,77,148,157],"twin":[11,78,158],"technology":[12],"for":[13,34],"implementation":[15],"of":[16,23,56,171],"Industry":[17],"4.0":[18],"and":[19,37,101,142,193],"intelligent":[20],"manufacturing.":[21],"Most":[22],"argues":[26],"that":[27,179],"simulation":[28,40,55,140],"models":[29],"are":[30],"a":[31,43,61,147],"key":[32],"platform":[33],"twins":[36],"considers":[38],"discrete-event":[39,54,139],"be":[42],"suitable":[44],"method":[45,93,111,137,186],"model":[47],"real":[48],"dynamic":[49],"manufacturing":[50,58],"systems.":[51],"However,":[52],"complex":[57],"systems":[59],"is":[60,66,187],"time-consuming":[62],"process.":[63],"Therefore,":[64],"it":[65],"difficult":[67],"deal":[69],"with":[70,98,138],"large-scale":[72,191],"discrete":[73],"optimisation":[74,92,97,131,185,197],"problems":[75,192],"in":[76,105,122,189],"shop":[79,159],"floors.":[80],"To":[81],"bridge":[82],"this":[83,144,156],"research":[84],"gap,":[85],"we":[86,125,161],"propose":[87],"an":[88,127],"improved":[89,128,182],"multi-fidelity":[90,96,129,183],"simulation-based":[91,130,184,196],"based":[94],"on":[95,155],"ordinal":[99],"transformation":[100],"optimal":[102],"sampling":[103],"(MO2TOS)":[104],"current":[107],"research.":[108],"The":[109,175],"proposed":[110,136,173,181],"embeds":[112],"heuristic":[113],"algorithms":[114],"accelerate":[116],"solution":[118],"space":[119],"search":[120],"efficiency":[121],"MO2TOS.":[123],"Moreover,":[124],"develop":[126],"system":[132,145],"by":[133],"integrating":[134],"tools":[141],"apply":[143],"twin-based":[149],"aircraft":[150],"parts":[151],"production":[152,164],"workshop.":[153],"Based":[154],"floor,":[160],"conduct":[162],"different":[163],"planning":[165],"experiments":[166],"evaluate":[168],"performance":[170],"method.":[174],"experimental":[176],"results":[177],"demonstrate":[178],"well-applied":[188],"solving":[190],"outperforms":[194],"other":[195],"methods.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}